Hair particles is less when rendered
It is because on the end, by default, hair is tinnier.



Look at hair settings:



It is 1.0 thickness at root, and 0.1 at end of the hair. Tune this settings.

Also, look at shape setting, it setups how thickness distribute along hair length: